Eligijus BujokasinTowards Data ScienceMastering Long Short-Term Memory with Python: Unleashing the Power of LSTM in NLPA comprehensive guide to understanding and implementing LSTM layers for natural language processing with Python·17 min read·Nov 28, 2023--1--1
Eligijus BujokasinTowards Data ScienceMastering NLP: In-Depth Python Coding for Deep Learning ModelsA step-by-step guide with comprehensive code explanations for text classification using deep learning in Python·21 min read·Oct 13, 2023--1--1
Eligijus BujokasinTowards Data ScienceDiscretizing the Continues Features in Reinforcement LearningHow to convert infinite variables to a discrete space using tile coding and Python·6 min read·Mar 13, 2023----
Eligijus BujokasinTowards Data ScienceThe Values of Actions in Reinforcement Learning using Q-learningThe Q-learning algorithm implemented from scratch in Python·10 min read·Feb 14, 2023----
Eligijus BujokasinTowards Data ScienceTemporal Differences with Python — First Sample-Based Reinforcement Learning AlgorithmCoding up and understanding the TD(0) algorithm using Python·13 min read·Jan 27, 2023----
Eligijus BujokasinTowards Data ScienceFirst Steps in the World Of Reinforcement Learning using PythonOriginal Python implementation of how to find the best places to be in one of the fundamental worlds of reinforcement learning — the grid…·15 min read·Jan 13, 2023--1--1
Eligijus BujokasinTowards Data ScienceEfficient memory management when training a deep learning model in PythonHow to use big data on a small computer using Tensorflow, Python and iterators·8 min read·Oct 11, 2022----
Eligijus BujokasinTowards Data ScienceElastic Net Regression: From Sklearn to TensorflowHow to make an equivalent elastic net regression between sklearn and Tensorflow in Python·7 min read·Sep 23, 2022----
Eligijus BujokasinTowards Data ScienceFeature Importance in Decision TreesA complete Python implementation and explanation of the calculations behind measuring feature importance in tree-based algorithms·9 min read·Jun 2, 2022--1--1
Eligijus BujokasinTowards Data ScienceGradient Boosting in Python from ScratchCoding and explaining in depth the very popular and competition-winning gradient boosting algorithm using Python·11 min read·Mar 29, 2022----